Pattern Recognition and Machine Intelligence: First International Conference, PReMI 2005, Kolkata, India, December 20-22, 2005. Proceedings

Front Matter....Pages -
Data Clustering: A User’s Dilemma....Pages 1-10
Pattern Recognition in Video....Pages 11-20
Rough Sets in Perception-Based Computing....Pages 21-29
Conversational Case-Based Reasoning....Pages 30-30
Computational Molecular Biology of Genome Expression and Regulation....Pages 31-38
Human Activity Recognition....Pages 39-39
A Novel T 2 -SVM for Partially Supervised Classification....Pages 40-49
S_Kernel: A New Symmetry Measure....Pages 50-59
Geometric Decision Rules for Instance-Based Learning Problems....Pages 60-69
Building Brains for Robots: A Psychodynamic Approach....Pages 70-79
Designing Smart Environments: A Paradigm Based on Learning and Prediction....Pages 80-90
Towards Generic Pattern Mining....Pages 91-97
Multi-aspect Data Analysis in Brain Informatics....Pages 98-107
Small Object Detection and Tracking: Algorithm, Analysis and Application....Pages 108-117
Illumination Invariant Face Alignment Using Multi-band Active Appearance Model....Pages 118-127
Globally Optimal 3D Image Reconstruction and Segmentation Via Energy Minimisation Techniques....Pages 128-136
Go Digital, Go Fuzzy....Pages 137-146
A Novel Personal Authentication System Using Palmprint Technology....Pages 147-156
World Wide Wisdom Web (W4) and Autonomy Oriented Computing (AOC): What, When, and How? ....Pages 157-159
Semantic Web Research Trends and Directions....Pages 160-169
Feature Extraction for Nonlinear Classification....Pages 170-175
Anomaly Detection in a Multi-engine Aircraft....Pages 176-181
Clustering Within Quantum Mechanical Framework....Pages 182-187
Linear Penalization Support Vector Machines for Feature Selection....Pages 188-192
Linear Regression for Dimensionality Reduction and Classification of Multi Dimensional Data....Pages 193-199
A New Approach for High-Dimensional Unsupervised Learning: Applications to Image Restoration....Pages 200-205
Unsupervised Classification of Remote Sensing Data Using Graph Cut-Based Initialization....Pages 206-211
Hybrid Hierarchical Learning from Dynamic Scenes....Pages 212-217
Reference Extraction and Resolution for Legal Texts....Pages 218-221
Effective Intrusion Type Identification with Edit Distance for HMM-Based Anomaly Detection System....Pages 222-228
A Combined fBm and PPCA Based Signal Model for On-Line Recognition of PD Signal....Pages 229-235
Handwritten Bangla Digit Recognition Using Classifier Combination Through DS Technique....Pages 236-241
Arrhythmia Classification Using Local Hölder Exponents and Support Vector Machine....Pages 242-247
A Voltage Sag Pattern Classification Technique....Pages 248-253
Face Recognition Using Topological Manifolds Learning....Pages 254-259
A Context-Sensitive Technique Based on Support Vector Machines for Image Classification....Pages 260-265
Face Recognition Technique Using Symbolic PCA Method....Pages 266-271
A Hybrid Approach to Speaker Recognition in Multi-speaker Environment....Pages 272-275
Design of Hierarchical Classifier with Hybrid Architectures....Pages 276-279
Human-Computer Interaction System with Artificial Neural Network Using Motion Tracker and Data Glove....Pages 280-286
Recurrent Neural Approaches for Power Transformers Thermal Modeling....Pages 287-293
Artificial Neural Network Engine: Parallel and Parameterized Architecture Implemented in FPGA....Pages 294-299
Neuronal Clustering of Brain fMRI Images....Pages 300-305
An Optimum RBF Network for Signal Detection in Non-Gaussian Noise....Pages 306-309
A Holistic Classification System for Check Amounts Based on Neural Networks with Rejection....Pages 310-314
A Novel 3D Face Recognition Algorithm Using Template Based Registration Strategy and Artificial Neural Networks....Pages 315-317
Recognition of Fault Signature Patterns Using Fuzzy Logic for Prevention of Breakdowns in Steel Continuous Casting Process....Pages 318-324
Development of an Adaptive Fuzzy Logic Based Control Law for a Mobile Robot with an Uncalibrated Camera System....Pages 325-331
Fuzzy Logic Based Control of Voltage and Reactive Power in Subtransmission System....Pages 332-337
Fuzzy-Symbolic Analysis for Classification of Symbolic Data....Pages 338-343
Handwritten Character Recognition Systems Using Image-Fusion and Fuzzy Logic....Pages 344-349
Classification of Remotely Sensed Images Using Neural-Network Ensemble and Fuzzy Integration....Pages 350-355
Intelligent Learning Rules for Fuzzy Control of a Vibrating Screen....Pages 356-359
Fuzzy Proximal Support Vector Classification Via Generalized Eigenvalues....Pages 360-363
Segmentation of MR Images of the Human Brain Using Fuzzy Adaptive Radial Basis Function Neural Network....Pages 364-368
Design of Two-Dimensional IIR Filters Using an Improved DE Algorithm....Pages 369-375
Systematically Evolving Configuration Parameters for Computational Intelligence Methods....Pages 376-381
A Split-Based Method for Polygonal Approximation of Shape Curves....Pages 382-387
Symbolic Data Structure for Postal Address Representation and Address Validation Through Symbolic Knowledge Base....Pages 388-394
The Linear Factorial Smoothing for the Analysis of Incomplete Data....Pages 395-400
An Improved Shape Descriptor Using Bezier Curves....Pages 401-406
Isothetic Polygonal Approximations of a 2D Object on Generalized Grid....Pages 407-412
An Evolutionary SPDE Breeding-Based Hybrid Particle Swarm Optimizer: Application in Coordination of Robot Ants for Camera Coverage Area Optimization....Pages 413-416
An Improved Differential Evolution Scheme for Noisy Optimization Problems....Pages 417-421
Facial Asymmetry in Frequency Domain: The “Phase” Connection....Pages 422-427
An Efficient Image Distortion Correction Method for an X-ray Digital Tomosynthesis System....Pages 428-433
Eigen Transformation Based Edge Detector for Gray Images....Pages 434-440
Signal Processing for Digital Image Enhancement Considering APL in PDP....Pages 441-446
A Hybrid Approach to Digital Image Watermarking Using Singular Value Decomposition and Spread Spectrum....Pages 447-452
Image Enhancement by High-Order Gaussian Derivative Filters Simulating Non-classical Receptive Fields in the Human Visual System....Pages 453-458
A Chosen Plaintext Steganalysis of Hide4PGP V 2.0....Pages 459-464
Isolation of Lung Cancer from Inflammation....Pages 465-470
Learning to Segment Document Images....Pages 471-476
A Comparative Study of Different Texture Segmentation Techniques....Pages 477-480
Run Length Based Steganography for Binary Images....Pages 481-484
An Edge-Based Moving Object Detection for Video Surveillance....Pages 485-490
An Information Hiding Framework for Lightweight Mobile Devices with Digital Camera....Pages 491-496
Applications of the Discrete Hodge Helmholtz Decomposition to Image and Video Processing....Pages 497-502
A Novel CAM for the Luminance Levels in the Same Chromaticity Viewing Conditions....Pages 503-508
Estimation of 2D Motion Trajectories from Video Object Planes and Its Application in Hand Gesture Recognition....Pages 509-514
3D Facial Pose Tracking in Uncalibrated Videos....Pages 515-520
Fusing Depth and Video Using Rao-Blackwellized Particle Filter....Pages 521-526
Specifying Spatio Temporal Relations for Multimedia Ontologies....Pages 527-532
Motion Estimation of Elastic Articulated Objects from Image Points and Contours....Pages 533-537
Parsing News Video Using Integrated Audio-Video Features....Pages 538-543
A Hybrid Data and Space Partitioning Technique for Similarity Queries on Bounded Clusters....Pages 544-550
Image Retrieval by Content Using Segmentation Approach....Pages 551-556
A Wavelet Based Image Retrieval....Pages 557-562
Use of Contourlets for Image Retrieval....Pages 563-569
Integration of Keyword and Feature Based Search for Image Retrieval Applications....Pages 570-575
Finding Locally and Periodically Frequent Sets and Periodic Association Rules....Pages 576-582
An Efficient Hybrid Hierarchical Agglomerative Clustering (HHAC) Technique for Partitioning Large Data Sets....Pages 583-588
Density-Based View Materialization....Pages 589-594
On Simultaneous Selection of Prototypes and Features in Large Data....Pages 595-600
Knowledge Enhancement Through Ontology-Guided Text Mining....Pages 601-604
A Novel Algorithm for Automatic Species Identification Using Principal Component Analysis....Pages 605-610
Analyzing the Effect of Prior Knowledge in Genetic Regulatory Network Inference....Pages 611-616
New Genetic Operators for Solving TSP: Application to Microarray Gene Ordering....Pages 617-622
Genetic Algorithm for Double Digest Problem....Pages 623-629
Intelligent Data Recognition of DNA Sequences Using Statistical Models....Pages 630-635
Parallel Sequence Alignment: A Lookahead Approach....Pages 636-639
Evolutionary Clustering Algorithm with Knowledge-Based Evaluation for Fuzzy Cluster Analysis of Gene Expression Profiles....Pages 640-644
Biological Text Mining for Extraction of Proteins and Their Interactions....Pages 645-648
DNA Gene Expression Classification with Ensemble Classifiers Optimized by Speciated Genetic Algorithm....Pages 649-653
Multi-objective Optimization for Adaptive Web Site Generation....Pages 654-659
Speeding Up Web Access Using Weighted Association Rules....Pages 660-665
An Automatic Approach to Classify Web Documents Using a Domain Ontology....Pages 666-671
Distribution Based Stemmer Refinement....Pages 672-677
Text Similarity Measurement Using Concept Representation of Texts....Pages 678-683
Incorporating Distance Domination in Multiobjective Evolutionary Algorithm....Pages 684-689
I-EMO: An Interactive Evolutionary Multi-objective Optimization Tool....Pages 690-695
Simultaneous Multiobjective Multiple Route Selection Using Genetic Algorithm for Car Navigation....Pages 696-701
Outliers in Rough k-Means Clustering....Pages 702-707
Divisible Rough Sets Based on Self-organizing Maps....Pages 708-713
Parallel Island Model for Attribute Reduction....Pages 714-719
On-Line Elimination of Non-relevant Parts of Complex Objects in Behavioral Pattern Identification....Pages 720-725
Rough Contraction Through Partial Meets....Pages 726-731
Finding Interesting Rules Exploiting Rough Memberships....Pages 732-737
Probability Measures for Prediction in Multi-table Infomation Systems....Pages 738-743
Object Extraction in Gray-Scale Images by Optimizing Roughness Measure of a Fuzzy Set....Pages 744-749
Approximation Spaces in Machine Learning and Pattern Recognition....Pages 750-755
A Rough Set-Based Magnetic Resonance Imaging Partial Volume Detection System....Pages 756-761
Eliciting Domain Knowledge in Handwritten Digit Recognition....Pages 762-767
Collaborative Rough Clustering....Pages 768-773
Learning of General Cases....Pages 774-779
Learning Similarity Measure of Nominal Features in CBR Classifiers....Pages 780-785
Decision Tree Induction with CBR....Pages 786-791
Rough Set Feature Selection Methods for Case-Based Categorization of Text Documents....Pages 792-798
An Efficient Parzen-Window Based Network Intrusion Detector Using a Pattern Synthesis Technique....Pages 799-804
Back Matter....Pages -